In this episode, Dr. T.Y. Alvin Liu, Inaugural Director of the AI Innovation Center at Johns Hopkins Medicine, shares how one of the nation’s top academic health systems is pioneering AI implementation, governance, and the future of oculomics. He unpacks the challenges of real-world deployment and why collaboration and rapid iteration are key to success.